Research
CURRENT PROJECTS
I am currently involved in image computing, data harmonisation, deep-learning and machine-learning research projects based at Telecom Paris (TP), Columbia University (CU) and Imperial College London (ICL).
Current topics include: DL segmentation tools (@TP, @CU), generative models on electronic health records (@ICL), shape modeling (@TP, @CU), temporal tracking (@TP), factorial and sparse image decomposition (@TP), smart annotations and few-shot segmentation (@TP), technology transfer (@TP).
Imaging modalities: Lung CT scans, cardiac and brain MRI, cardiac PET-MRI, histopathology, bioluminescence imaging, fluorescence microscopy.
Check full list of current PhD students and post-docs.
Recent projects also involved: OCT, Ultrasound, X-rays.